Research Article | OPEN ACCESS
Improvement for Speech Signal based on Post Wiener Filter and Adjustable Beam-Former
1, 2Xiaorong Tong and 1Xiangfeng Meng
1College of Mathematics and Information Science, Weinan Normal University, Weinan, Shaanxi, China
2Department of Electronics Engineering, Northwestern Polyteehnieal University, Xi
Research Journal of Applied Sciences, Engineering and Technology 2013 5:919-923
Received: October 30, 2012 | Accepted: January 03, 2013 | Published: June 25, 2013
Abstract
In this study, a two-stage filter structure is introduced for speech enhancement. The first stage is an adjustable filter and sum beam-former with four-microphone array. The control of beam-forming filter is realized by adjusting only a single control variable. Different from the adaptive beam-forming filter, the proposed filter structure does not bring to any adaptive error noise, thus, it also does not bring the trouble to the second stage of the speech signal processing. The second stage of the proposed filter is a Wiener filter. The estimation of signal’s power spectrum for Wiener filter is realized by cross-correlation between primary outputs of two adjacent directional beams. This estimation is based on the assumption that the noise outputs of the two adjacent directional beams come from two independent noise source but the speech outputs come from the same speech source. The simulation results shown that the proposed algorithm can improve the Signal-Noise-Ratio (SNR) about 6 dB.
Keywords:
Adjustable filter, beam forming, post wiener filter, speech enhancement,
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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